Dr. Vibhav Prakash Singh

Assistant Professor
Department of Computer Science & Engineering
Motilal Nehru National Institute of Technology Allahabad, Prayagraj, India-211004
E-mail: vibhav[at]mnnit[dot]ac[dot]in
Telephone: 0532-2271351(O) 9452558701(R) 7651868351(M)

Other Academic Achievements

Keynote Address/Invited Talks in Conferences & Workshops:

Delivered an Expert Lecture on “Deep Learning Applications in Computer Vision” in a TEQIP Sponsored workshop on "Computer Science as an Integral Part of Modern Technology Development" at Gaya College of Engineering, Gaya held on from 15/12/2020 to 19/12/2020.

Delivered an Expert lecture on "Applications of Machine Learning", Symposium on Machine Learning and Its Applications at Manipal Institute of Technology Bengaluru, MAHE, Manipal, 25-28 April, 2022.

Delivered an Expert Lecture in SERB High-End Workshop (KARYASHALA) on "A Practical Approach to Machine Learning and Deep Learning for Computer Vision Applications using High End Computing Resources" Organized by Department of Computer Science & Engineering Motilal Nehru National Institute of Technology Allahabad -March 15 - 22, 2024

Conferences Attended for Presenting Paper:

Paper Presented & Published Vibhav Prakash Singh and Dhruba Jyoti Kalita, “Classifying Gene Expression of Data of Cancer Using Multistage Ensemble of Neural Network”, in ICACSE-2019 at KNIT Sultanpur, held on 8-9th Feb, 2019 Published by Elsevier SSRN.

Paper Presented & Published Vibhav Prakash Singh and Rajeev Srivastava, Improved image retrieval using color-invariant moments, 2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT), Pages: 1 – 6. IEEE, 9-10, Feb-2017.

Paper Presented & Published Vibhav Prakash Singh, Shivoam Malhotra, and Rajeev Srivastava. "Combining hybrid information descriptors and DCT for improved CBIR performance." In Control, Computing, Communication and Materials (ICCCCM), 2016 International Conference on, pp. 1-5. IEEE, 21-22, Oct-2016.

Paper Presented & Published Vibhav Prakash Singh, Ashim Gupta, Shubham Singh, and Rajeev Srivastava. "An efficient content-based image retrieval for normal and abnormal mammograms." In 2015 IEEE UP Section Conference on Electrical Computer and Electronics (UPCON), pp. 1-6. IEEE, 4-6, Dec-2015.

Paper Presented & Published Vibhav Prakash Singh and Rajeev Srivastava. "Design & performance analysis of content-based image retrieval system based on image classification using various feature sets." In Futuristic Trends on Computational Analysis and Knowledge Management (ABLAZE), 2015 International Conference on, pp. 664-670. IEEE, 25-27, Feb-2015.

Paper Presented in National Conference of Artificial Intelligence & Agent Application, IIT-BHU, Varanasi on “Correlation Based Gene Selection for Accurate Cancer Classification of Gene Expression Data”, held on 9-10th Dec-2011

Paper Published & Presented in AICTE Sponsored National Conference -Advance in Information & Communication Technology at MITS Gwalior on “Information Security using Color Image Watermarking Using images for transmitting secret information”, held on 28-29 Oct-2013

Paper Published & Presented in National Conference at College of Science & Engineering Jhansi on “How to Measure the Performance of Grid System Which Works as a Parallel System”, held on 30-31 Oct-2010.

Paper Presented and published in National Conference on Trends & Advancement in Computer Science & Engineering at B.S.A College of Engineering & Technology Mathura on” String Matching based correlated feature selection and classification of gene expression data of cancer ”, held on dated 23 March 2013.

Paper Presented & Published on “An Introductory survey on Content-Based Image Retrieval”, National Conference on Present Scenario and Future Trends in Biomedical Engineering and Healthcare technologies (FTBH 2014), Oct. 17-18, 2014, School of Biomedical Engineering, IIT (BHU), Varanasi, U.P.

Poster Presented and published on “Computer Added Diagnosis of Breast Cancer Assisted by Content Based Mammogram Retrieval” at IIT (BHU), Varanasi, April 2-3, 2016.

Paper Presented & Published on "Improved Content-Based Image Classification Using a Random Forest Classifier." In Advances in Computer and Computational Sciences, pp. 365-376. Springer, Singapore, 2018

Award and Honors:

Best Paper Award at International Conference on Intelligent Systems and Smart Infrastructure, (ICISSI-2022) jointly organized by Institute of Engineering and Technology, Lucknow

Best Paper Award at 3rd IEEE International Conference on Control, Computing, Communication and Materials 2024 organized by UCER, Prayagraj

Conferences/ Workshops/Symposium/ Short-term Courses Organized:

Organized Workshop on Understanding Deep Learning (Workshop cum Training Program), held on from March 15-March 19, 2021.

Organized One-Week Short-term course on “Machine Learning and its Applications in IoT, Computer Vision and Cloud Computing (MICC-2021)” organized by CSED, MNNIT Allahabad during 20-24 September 2021

Organized One-Week workshop program on “Workshop on Advanced Computing Technologies” organized by CSED, MNNIT Allahabad during 7-11 February 2022

SERB High-End Workshop (KARYASHALA) on "A Practical Approach to Machine Learning and Deep Learning for Computer Vision Applications using High End Computing Resources" Organized by Department of Computer Science & Engineering Motilal Nehru National Institute of Technology Allahabad -March 15 - 22, 2024

Projects Completed:

Title: Content-Based Image Retrieval System Assisted by Mammogram Classification for the Diagnosis of Breast Cancer Agency: Collaborative Research Scheme under the Proposal of AICTE and TEQIP. Project Grant: Rs. 7.30 Lacs Role: CO-PI Grant Year: June 2019

Expert Lectures:

Jury Member in "Grand Finale of Smart India Hackathon 2020 (Software Edition)" at nodal center Banaras Hindu University, Varanasi from 1st to 3rd August, 2020.

Delivered an Expert lecture on “Some interesting use cases for deep learning” in a FDP on Deep Learning and Machine Learning Applications in Computer Vision, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur, C.G., held on from12/10/2020 to 16/10/2020.

Delivered an Expert lecture on “ CBIR and Text Analytics” in an ATAL program on Deep Learning and Machine Learning Applications in Computer Vision, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur, C.G, held on from 22/08/2020 to 28/08/2020.

Delivered an Expert lecture on “Computer Vision: An AI Perspective” in a One -Day Webinar organized by Feroze Gandhi Institute of Engineering & Technology, Raebareli, June 8, 2020

Delivered an Expert lecture on “Role of Digital Education” Intellectual Basket of Women National Conference 2020 organized by Jayoti Vidyapeeth Women University, Jaipur at University Virtual Base from June 16 - 21, 2020.

Delivered an Expert lecture on “CBIR and Its Applications” in an ATAL-FDP: Deep Learning in Computer Vision, June 9, 2021, KNIT Sultanpur.

Delivered an Expert lecture on " Image Mining" in a one-week short term program on Research Trend in Machine Learning and IoT, At MNNIT Allahabad, held on from September 15-September 19, 2021.

Delivered an Expert lecture on "Applications of Deep Learning" in a one-week training program on Understanding Deep Learning, at MNNIT Allahabad, held on from March 15-March 20, 2021.

Delivered Expert Lecture on “ Image Retrieval: An AI Perspective” at MNNIT Allahabad, Prayagraj on 22nd September 2021 in One Week Short Term Course on “Machine Learning and its Applications in IoT, Computer Vision and Cloud Computing (MICC-2021), organized by CSED, MNNIT Allahabad

Taken Hands-on Session on “ WeKA tool for the Analysis of Data ” at MNNIT Allahabad on 22nd September 2021 in One Week Short Term Course on “Machine Learning and its Applications in IoT, Computer Vision and Cloud Computing, organized by CSED, MNNIT Allahabad ”.

Delivered an Expert Lecture on "Content-Based Image Retrieval: An AI Perspective" at MMMUT Gorakhpur on Jan 28, 2023

Reviewer for Transactions / Journal / Conferences:

IEEE Transactions on Industrial Electronics

IEEE Transactions on Neural Networks and Learning Systems

IEEE Transactions on Computational Social Systems

IEEE Intelligent Systems

IEEE Access

Expert Systems with Applications, Elsevier

Computer Methods and Programs in Biomedicine, Elsevier

Measurement, Elsevier

Informatics in Medicine Unlocked-Journal, Elsevier

Signal, Image and Video Processing, Springer

Multimedia Tools and Application, Springer

Complex & Intelligent Systems, Springer

Sadhana, Springer

Iranian Journal of Science and Technology, Springer

International Journal of Imaging Systems and Technology, Wiley

IETE Journal of Research, Taylor and Francis

Computers, Materials & Continua, Tech Science Press

International Journal of Computational Vision and Robotics, Inderscience

International Journal of Medical Engineering and Informatics, Inderscience

IEEE Transactions on Circuits and Systems for Video Technology

The Journal of Digital Imaging , Springer

The Journal of Engineering, Wiley

Infrared Physics and Technology, Elsevier

Results in Engineering, Elsevier

Journal of Imaging Informatics in Medicine, Springer

Books Reviewed:

Futuristic Research Trends and Applications of Internet of Things, CRC

Other Significant Achievements:

Patent Published on "Methods for Designing Dynamic framework for Tuning of SVM hyper parameters based on MFO and Knowledge-Based Search", Application No: 202031014705, 15/05/2020.

Patent Published on “A Framework for Reliability & Performance Analysis of Safety-Critical System using Stochastic Modeling,” 202031014381, Published, 05/2020

Designed a course curriculum of subject Introduction of Bioinformatics and Genomics for M.Tech. CSE (Specialization in Data Science)

IIT (BHU) Institute Fellowship for Ph.D. from Jan 2014 to Jan 2018.

MHRD GATE Scholarship for M.Tech from July 2009 to June 2011

Vibhav Prakash Singh, “Data Mining Approaches for Classifying Gene Expression Data of Cancer”, ISBN Number: 978-3-659-39144-6, LAP LAMBERT Publishing Saarbrucken Deutschland, Germany